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1
Probabilistic machine learning : an introduction /

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Main Authors: Murphy, Kevin P., 1970-
Published: The MIT Press,
Publication Dates: [2022]
Call Number: TP181/M978-1
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2
Introduction to machine learning /

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Main Authors: Alpaydin, Ethem
Published: The MIT Press,
Publication Dates: [2020]
Call Number: TP181/A456-1/4th ed.
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3
Foundations of machine learning /

Cover is for reference only
Main Authors: Mohri, Mehryar
Group Author: Rostamizadeh, Afshin; Talwalkar, Ameet
Published: The MIT Press,
Publication Dates: [2018]
Call Number: TP181/M699/2nd ed.
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4
Elements of causal inference : foundations and learning algorithms /

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Main Authors: Peters, Jonas, 1984
Group Author: Janzing, Dominik; Schölkopf, Bernhard
Published: The MIT Press,
Publication Dates: [2017]
Call Number: TP181/P482
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5
Machine learning in non-stationary environments introduction to covariate shift adaptation

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Main Authors: Sugiyama Masashi 1974-
Group Author: Kawanabe Motoaki
Published: MIT Press,
Publication Dates: c2012.
Call Number: TP181/S947
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6
Gaussian processes for machine learning

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Main Authors: Rasmussen Carl Edward
Group Author: Williams Christopher K. I
Published: MIT Press,
Publication Dates: c2006.
Call Number: O211.6/R225
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7
Learning kernel classifiers theory and algorithms

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Main Authors: Herbrich Ralf
Published: MIT Press,
Publication Dates: c2002.
Call Number: TP181/H538
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8
Learning with kernels support vector machines, regularization, optimization, and beyond

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Main Authors: Schölkopf Bernhard
Group Author: Smola Alexander J
Published: MIT Press,
Publication Dates: c2002.
Call Number: TP181/S368
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9
Graphical models for machine learning and digital communication

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Main Authors: Frey Brendan J
Published: The MIT Press,
Publication Dates: c1998.
Call Number: TP181/F893/
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10
Foundations of machine learning /

Cover is for reference only
Main Authors: Mohri, Mehryar
Group Author: Rostamizadeh, Afshin; Talwalkar, Ameet
Published:
Call Number: TP181/M699
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11
Bioinformatics the machine learning approach

Cover is for reference only
Main Authors: Baldi Pierre.
Group Author: Brunak Søren.
Published: MIT Press,
Publication Dates: c2001.
Call Number: Q811.4/B177/2nd.ed.
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12
Bioinformatics the machine learning approach

Cover is for reference only
Main Authors: Baldi Pierre.
Group Author: Brunak Søren.
Published: MIT Press,
Publication Dates: c1998.
Call Number: Q811.4/B177/
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13
Probabilistic machine learning : advanced topics /

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Main Authors: Murphy, Kevin P., 1970- (Author)
Published: The MIT Press,
Publication Dates: [2023]
Call Number: TP181/M978-2
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14
Deep learning /

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Main Authors: Goodfellow, Ian (Author)
Group Author: Bengio, Yoshua; Courville, Aaron
Published: The MIT Press,
Publication Dates: [2016]
Call Number: TP181/G651
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15
Machine learning : a probabilistic perspective /

Cover is for reference only
Main Authors: Murphy, Kevin P., 1970-
Published:
Call Number: TP181/M978
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